Metric: mMOTA (higher is better)
| # | Model↕ | mMOTA▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | ByteTrack | 45.5 | No | ByteTrack: Multi-Object Tracking by Associating ... | 2021-10-13 | Code |
| 2 | UNINEXT-H | 44.2 | No | Universal Instance Perception as Object Discover... | 2023-03-12 | Code |
| 3 | MOTRv2 | 43.6 | No | MOTRv2: Bootstrapping End-to-End Multi-Object Tr... | 2022-11-17 | Code |
| 4 | QDTrack | 42.1 | No | QDTrack: Quasi-Dense Similarity Learning for App... | 2022-10-12 | Code |
| 5 | ContrasTR | 41.7 | No | Contrastive Learning for Multi-Object Tracking w... | 2023-11-14 | Code |
| 6 | Unicorn | 41.2 | No | Towards Grand Unification of Object Tracking | 2022-07-14 | Code |
| 7 | TETer | 39.1 | No | Tracking Every Thing in the Wild | 2022-07-26 | Code |
| 8 | QDTrack | 36.6 | No | Quasi-Dense Similarity Learning for Multiple Obj... | 2020-06-11 | Code |
| 9 | Adaptive-searching -windows Tracker | 34.4 | No | - | - | - |